English

Elevating Semantic Exploration: A Novel Approach Utilizing Distributed Repositories

Distributed, Parallel, and Cluster Computing 2025-05-07 v1 Artificial Intelligence Computation and Language

Abstract

Centralized and distributed systems are two main approaches to organizing ICT infrastructure, each with its pros and cons. Centralized systems concentrate resources in one location, making management easier but creating single points of failure. Distributed systems, on the other hand, spread resources across multiple nodes, offering better scalability and fault tolerance, but requiring more complex management. The choice between them depends on factors like application needs, scalability, and data sensitivity. Centralized systems suit applications with limited scalability and centralized control, while distributed systems excel in large-scale environments requiring high availability and performance. This paper explores a distributed document repository system developed for the Italian Ministry of Justice, using edge repositories to analyze textual data and metadata, enhancing semantic exploration capabilities.

Keywords

Cite

@article{arxiv.2505.03443,
  title  = {Elevating Semantic Exploration: A Novel Approach Utilizing Distributed Repositories},
  author = {Valerio Bellandi},
  journal= {arXiv preprint arXiv:2505.03443},
  year   = {2025}
}

Comments

This paper has been accepted at the 6th International Conference on Recent Trends and Applications in Computer Science. It will appear in the proceedings

R2 v1 2026-06-28T23:22:51.379Z